BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

196 related articles for article (PubMed ID: 35918672)

  • 1. Comparison of mortality prediction models for road traffic accidents: an ensemble technique for imbalanced data.
    Boo Y; Choi Y
    BMC Public Health; 2022 Aug; 22(1):1476. PubMed ID: 35918672
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Comparison of Prediction Models for Mortality Related to Injuries from Road Traffic Accidents after Correcting for Undersampling.
    Boo Y; Choi Y
    Int J Environ Res Public Health; 2021 May; 18(11):. PubMed ID: 34073920
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach.
    Li Y; Yang Z; Xing L; Yuan C; Liu F; Wu D; Yang H
    Accid Anal Prev; 2023 Nov; 192():107271. PubMed ID: 37659275
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Examining imbalanced classification algorithms in predicting real-time traffic crash risk.
    Peng Y; Li C; Wang K; Gao Z; Yu R
    Accid Anal Prev; 2020 Sep; 144():105610. PubMed ID: 32559659
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Joint modeling strategy for using electronic medical records data to build machine learning models: an example of intracerebral hemorrhage.
    Tang J; Wang X; Wan H; Lin C; Shao Z; Chang Y; Wang H; Wu Y; Zhang T; Du Y
    BMC Med Inform Decis Mak; 2022 Oct; 22(1):278. PubMed ID: 36284327
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Bayes classifiers for imbalanced traffic accidents datasets.
    Mujalli RO; López G; Garach L
    Accid Anal Prev; 2016 Mar; 88():37-51. PubMed ID: 26710268
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Hospital mortality prediction in traumatic injuries patients: comparing different SMOTE-based machine learning algorithms.
    Hassanzadeh R; Farhadian M; Rafieemehr H
    BMC Med Res Methodol; 2023 Apr; 23(1):101. PubMed ID: 37087425
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Ensemble-based model selection for imbalanced data to investigate the contributing factors to multiple fatality road crashes in Ghana.
    Yahaya M; Guo R; Jiang X; Bashir K; Matara C; Xu S
    Accid Anal Prev; 2021 Mar; 151():105851. PubMed ID: 33383521
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data.
    Mohammadpour SI; Khedmati M; Zada MJH
    PLoS One; 2023; 18(3):e0281901. PubMed ID: 36947539
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Machine learning-based injury severity prediction of level 1 trauma center enrolled patients associated with car-to-car crashes in Korea.
    Kong JS; Lee KH; Kim OH; Lee HY; Kang CY; Choi D; Kim SC; Jeong H; Kang DR; Sung TE
    Comput Biol Med; 2023 Feb; 153():106393. PubMed ID: 36586232
    [TBL] [Abstract][Full Text] [Related]  

  • 11. A cluster-based SMOTE both-sampling (CSBBoost) ensemble algorithm for classifying imbalanced data.
    Salehi AR; Khedmati M
    Sci Rep; 2024 Mar; 14(1):5152. PubMed ID: 38431701
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study.
    Elamrani Abou Elassad Z; Mousannif H; Al Moatassime H
    Traffic Inj Prev; 2020; 21(3):201-208. PubMed ID: 32125890
    [No Abstract]   [Full Text] [Related]  

  • 13. RSMOTE: improving classification performance over imbalanced medical datasets.
    Naseriparsa M; Al-Shammari A; Sheng M; Zhang Y; Zhou R
    Health Inf Sci Syst; 2020 Dec; 8(1):22. PubMed ID: 32549976
    [TBL] [Abstract][Full Text] [Related]  

  • 14. A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data.
    Xu Z; Shen D; Nie T; Kou Y
    J Biomed Inform; 2020 Jul; 107():103465. PubMed ID: 32512209
    [TBL] [Abstract][Full Text] [Related]  

  • 15. A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis.
    Yang F; Wang K; Sun L; Zhai M; Song J; Wang H
    BMC Med Inform Decis Mak; 2022 Dec; 22(1):344. PubMed ID: 36581862
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Structure-activity relationship-based chemical classification of highly imbalanced Tox21 datasets.
    Idakwo G; Thangapandian S; Luttrell J; Li Y; Wang N; Zhou Z; Hong H; Yang B; Zhang C; Gong P
    J Cheminform; 2020 Oct; 12(1):66. PubMed ID: 33372637
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Improved patient mortality predictions in emergency departments with deep learning data-synthesis and ensemble models.
    Son B; Myung J; Shin Y; Kim S; Kim SH; Chung JM; Noh J; Cho J; Chung HS
    Sci Rep; 2023 Sep; 13(1):15031. PubMed ID: 37699933
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Railway accident prediction strategy based on ensemble learning.
    Meng H; Tong X; Zheng Y; Xie G; Ji W; Hei X
    Accid Anal Prev; 2022 Oct; 176():106817. PubMed ID: 36057162
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Identification of Orphan Genes in Unbalanced Datasets Based on Ensemble Learning.
    Gao Q; Jin X; Xia E; Wu X; Gu L; Yan H; Xia Y; Li S
    Front Genet; 2020; 11():820. PubMed ID: 33133122
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Combining Resampling Strategies and Ensemble Machine Learning Methods to Enhance Prediction of Neonates with a Low Apgar Score After Induction of Labor in Northern Tanzania.
    Tarimo CS; Bhuyan SS; Li Q; Ren W; Mahande MJ; Wu J
    Risk Manag Healthc Policy; 2021; 14():3711-3720. PubMed ID: 34522147
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.